Dataset statistics
| Number of variables | 11 |
|---|---|
| Number of observations | 500000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 70.7 MiB |
| Average record size in memory | 148.2 B |
Variable types
| NUM | 10 |
|---|---|
| CAT | 1 |
Reproduction
| Analysis started | 2020-07-02 22:11:18.813825 |
|---|---|
| Analysis finished | 2020-07-03 00:18:34.924549 |
| Version | pandas-profiling v2.5.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
tour_id is highly correlated with los_order_id | High Correlation |
los_order_id is highly correlated with tour_id | High Correlation |
pick_diff_seconds is highly skewed (γ1 = 401.8300644) | Skewed |
| Distinct count | 500000 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5408111.334702 |
|---|---|
| Minimum | 15 |
| Maximum | 10801357 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.8 MiB |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 542087.7 |
| Q1 | 2703968.75 |
| median | 5412437.5 |
| Q3 | 8119263.25 |
| 95-th percentile | 10262928.45 |
| Maximum | 10801357 |
| Range | 10801342 |
| Interquartile range (IQR) | 5415294.5 |
Descriptive statistics
| Standard deviation | 3120164.292 |
|---|---|
| Coefficient of variation (CV) | 0.5769415788 |
| Kurtosis | -1.201953544 |
| Mean | 5408111.335 |
| Median Absolute Deviation (MAD) | 2702774.11 |
| Skewness | -0.002616102165 |
| Sum | 2.704055667e+12 |
| Variance | 9.735425207e+12 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[1.5000000e+01 1.0801357e+07], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 2101246 | 1 | < 0.1% | |
| 10165711 | 1 | < 0.1% | |
| 6016469 | 1 | < 0.1% | |
| 6809457 | 1 | < 0.1% | |
| 1813977 | 1 | < 0.1% | |
| 2866651 | 1 | < 0.1% | |
| 759262 | 1 | < 0.1% | |
| 9149919 | 1 | < 0.1% | |
| 2784739 | 1 | < 0.1% | |
| 679399 | 1 | < 0.1% | |
| Other values (499990) | 499990 | > 99.9% |
| Value | Count | Frequency (%) | |
| 15 | 1 | < 0.1% | |
| 53 | 1 | < 0.1% | |
| 57 | 1 | < 0.1% | |
| 65 | 1 | < 0.1% | |
| 86 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 10801357 | 1 | < 0.1% | |
| 10801352 | 1 | < 0.1% | |
| 10801340 | 1 | < 0.1% | |
| 10801319 | 1 | < 0.1% | |
| 10801308 | 1 | < 0.1% |
| Distinct count | 337695 |
|---|---|
| Unique (%) | 67.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2173319.702244 |
|---|---|
| Minimum | 1677849.0 |
| Maximum | 2675964.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.8 MiB |
Quantile statistics
| Minimum | 1677849 |
|---|---|
| 5-th percentile | 1726295.95 |
| Q1 | 1919151.25 |
| median | 2174486 |
| Q3 | 2425038.25 |
| 95-th percentile | 2624770.05 |
| Maximum | 2675964 |
| Range | 998115 |
| Interquartile range (IQR) | 505887 |
Descriptive statistics
| Standard deviation | 289541.3517 |
|---|---|
| Coefficient of variation (CV) | 0.1332253839 |
| Kurtosis | -1.215069275 |
| Mean | 2173319.702 |
| Median Absolute Deviation (MAD) | 251091.5691 |
| Skewness | 0.007832943834 |
| Sum | 1.086659851e+12 |
| Variance | 8.383419435e+10 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[1677849. 1679656. 1680688.5 1680694.5 1681488.5 ... 2674356. 2675179. 2675637.5 2675716.5 2675964. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 2307491 | 14 | < 0.1% | |
| 2300937 | 13 | < 0.1% | |
| 2110108 | 13 | < 0.1% | |
| 1690476 | 13 | < 0.1% | |
| 2364725 | 12 | < 0.1% | |
| 1911940 | 12 | < 0.1% | |
| 2369536 | 11 | < 0.1% | |
| 1914141 | 11 | < 0.1% | |
| 2326480 | 11 | < 0.1% | |
| 2609546 | 10 | < 0.1% | |
| Other values (337685) | 499880 | > 99.9% |
| Value | Count | Frequency (%) | |
| 1677849 | 2 | < 0.1% | |
| 1677862 | 1 | < 0.1% | |
| 1677868 | 1 | < 0.1% | |
| 1677901 | 1 | < 0.1% | |
| 1677907 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2675964 | 1 | < 0.1% | |
| 2675942 | 1 | < 0.1% | |
| 2675926 | 2 | < 0.1% | |
| 2675910 | 1 | < 0.1% | |
| 2675908 | 1 | < 0.1% |
art_id
Real number (ℝ≥0)
| Distinct count | 18914 |
|---|---|
| Unique (%) | 3.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 490912.195586 |
|---|---|
| Minimum | 1.0 |
| Maximum | 999987.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.8 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 41162 |
| Q1 | 343299 |
| median | 498915 |
| Q3 | 630876 |
| 95-th percentile | 863077.05 |
| Maximum | 999987 |
| Range | 999986 |
| Interquartile range (IQR) | 287577 |
Descriptive statistics
| Standard deviation | 238944.6301 |
|---|---|
| Coefficient of variation (CV) | 0.4867359831 |
| Kurtosis | -0.4605155953 |
| Mean | 490912.1956 |
| Median Absolute Deviation (MAD) | 188292.9104 |
| Skewness | -0.1503300642 |
| Sum | 2.454560978e+11 |
| Variance | 5.709453626e+10 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[1.000000e+00 9.100000e+01 1.080000e+02 1.110000e+02 1.445000e+02 ... 9.996325e+05 9.999825e+05 9.999855e+05 9.999865e+05 9.999870e+05], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 599399 | 2095 | 0.4% | |
| 594430 | 1613 | 0.3% | |
| 39152 | 1547 | 0.3% | |
| 304713 | 1523 | 0.3% | |
| 361703 | 1486 | 0.3% | |
| 595420 | 1441 | 0.3% | |
| 46443 | 1206 | 0.2% | |
| 651233 | 1171 | 0.2% | |
| 28171 | 1130 | 0.2% | |
| 45953 | 1077 | 0.2% | |
| Other values (18904) | 485711 | 97.1% |
| Value | Count | Frequency (%) | |
| 1 | 4 | < 0.1% | |
| 76 | 14 | < 0.1% | |
| 106 | 112 | < 0.1% | |
| 110 | 77 | < 0.1% | |
| 112 | 160 | < 0.1% |
| Value | Count | Frequency (%) | |
| 999987 | 107 | < 0.1% | |
| 999986 | 89 | < 0.1% | |
| 999985 | 19 | < 0.1% | |
| 999980 | 1 | < 0.1% | |
| 999977 | 1 | < 0.1% |
to_pick
Real number (ℝ≥0)
| Distinct count | 120 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0507 |
|---|---|
| Minimum | 1.0 |
| Maximum | 270.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.8 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 270 |
| Range | 269 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 4.332067294 |
|---|---|
| Coefficient of variation (CV) | 2.112482223 |
| Kurtosis | 402.4605722 |
| Mean | 2.0507 |
| Median Absolute Deviation (MAD) | 1.490519612 |
| Skewness | 15.3045627 |
| Sum | 1025350 |
| Variance | 18.76680704 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 1. 1.5 2.5 3.5 4.5 ... 119. 125. 147. 150.5 270. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 1 | 350883 | 70.2% | |
| 2 | 78050 | 15.6% | |
| 3 | 24015 | 4.8% | |
| 4 | 14176 | 2.8% | |
| 5 | 8042 | 1.6% | |
| 6 | 7103 | 1.4% | |
| 10 | 3683 | 0.7% | |
| 12 | 2910 | 0.6% | |
| 8 | 2303 | 0.5% | |
| 24 | 855 | 0.2% | |
| Other values (110) | 7980 | 1.6% |
| Value | Count | Frequency (%) | |
| 1 | 350883 | 70.2% | |
| 2 | 78050 | 15.6% | |
| 3 | 24015 | 4.8% | |
| 4 | 14176 | 2.8% | |
| 5 | 8042 | 1.6% |
| Value | Count | Frequency (%) | |
| 270 | 1 | < 0.1% | |
| 268 | 1 | < 0.1% | |
| 242 | 1 | < 0.1% | |
| 201 | 1 | < 0.1% | |
| 200 | 1 | < 0.1% |
weight
Real number (ℝ≥0)
| Distinct count | 1349 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.49411269000000013 |
|---|---|
| Minimum | 0.0 |
| Maximum | 20.0 |
| Zeros | 5 |
| Zeros (%) | < 0.1% |
| Memory size | 3.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.022 |
| Q1 | 0.091 |
| median | 0.238 |
| Q3 | 0.504 |
| 95-th percentile | 1.648 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range (IQR) | 0.413 |
Descriptive statistics
| Standard deviation | 0.8914900184 |
|---|---|
| Coefficient of variation (CV) | 1.80422409 |
| Kurtosis | 31.45272506 |
| Mean | 0.49411269 |
| Median Absolute Deviation (MAD) | 0.4731781183 |
| Skewness | 4.761819236 |
| Sum | 247056.345 |
| Variance | 0.7947544528 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0.00000e+00 5.00000e-04 2.50000e-03 3.50000e-03 5.50000e-03 ... 1.47900e+01 1.50890e+01 1.75785e+01 1.99995e+01 2.00000e+01], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.298 | 7086 | 1.4% | |
| 0.321 | 5746 | 1.1% | |
| 0.107 | 5095 | 1.0% | |
| 0.34 | 5030 | 1.0% | |
| 0.094 | 4140 | 0.8% | |
| 0.1 | 4013 | 0.8% | |
| 0.026 | 3862 | 0.8% | |
| 0.08 | 3453 | 0.7% | |
| 0.28 | 3292 | 0.7% | |
| 0.02 | 3019 | 0.6% | |
| Other values (1339) | 455264 | 91.1% |
| Value | Count | Frequency (%) | |
| 0 | 5 | < 0.1% | |
| 0.001 | 48 | < 0.1% | |
| 0.002 | 41 | < 0.1% | |
| 0.003 | 173 | < 0.1% | |
| 0.004 | 904 | 0.2% |
| Value | Count | Frequency (%) | |
| 20 | 6 | < 0.1% | |
| 19.999 | 1 | < 0.1% | |
| 15.158 | 25 | < 0.1% | |
| 15.02 | 15 | < 0.1% | |
| 14.56 | 1 | < 0.1% |
volume
Real number (ℝ≥0)
| Distinct count | 6868 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2104.77598724 |
|---|---|
| Minimum | 0.2 |
| Maximum | 144500.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.8 MiB |
Quantile statistics
| Minimum | 0.2 |
|---|---|
| 5-th percentile | 65.34 |
| Q1 | 330 |
| median | 563.58 |
| Q3 | 1416.14 |
| 95-th percentile | 9672 |
| Maximum | 144500 |
| Range | 144499.8 |
| Interquartile range (IQR) | 1086.14 |
Descriptive statistics
| Standard deviation | 5546.980824 |
|---|---|
| Coefficient of variation (CV) | 2.635425745 |
| Kurtosis | 45.29662739 |
| Mean | 2104.775987 |
| Median Absolute Deviation (MAD) | 2480.923836 |
| Skewness | 5.708902834 |
| Sum | 1052387994 |
| Variance | 30768996.26 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[2.0000000e-01 3.8500000e-01 4.4500000e-01 5.1500000e-01 6.3500000e-01 ... 5.4007000e+04 6.6831000e+04 8.1970685e+04 1.2611000e+05 1.4450000e+05], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 353.65 | 8144 | 1.6% | |
| 360 | 6784 | 1.4% | |
| 498.4 | 4175 | 0.8% | |
| 384.58 | 3320 | 0.7% | |
| 392.09 | 2962 | 0.6% | |
| 438.22 | 2788 | 0.6% | |
| 311.36 | 2673 | 0.5% | |
| 1720.4 | 2278 | 0.5% | |
| 468.72 | 1901 | 0.4% | |
| 840.84 | 1894 | 0.4% | |
| Other values (6858) | 463081 | 92.6% |
| Value | Count | Frequency (%) | |
| 0.2 | 14 | < 0.1% | |
| 0.37 | 5 | < 0.1% | |
| 0.38 | 3 | < 0.1% | |
| 0.39 | 25 | < 0.1% | |
| 0.44 | 30 | < 0.1% |
| Value | Count | Frequency (%) | |
| 144500 | 1 | < 0.1% | |
| 144000 | 2 | < 0.1% | |
| 129500 | 1 | < 0.1% | |
| 122720 | 13 | < 0.1% | |
| 113100 | 1 | < 0.1% |
| Distinct count | 117823 |
|---|---|
| Unique (%) | 23.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 279091.286868 |
|---|---|
| Minimum | 207302.0 |
| Maximum | 355562.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.8 MiB |
Quantile statistics
| Minimum | 207302 |
|---|---|
| 5-th percentile | 214109 |
| Q1 | 241799.5 |
| median | 278300 |
| Q3 | 315534 |
| 95-th percentile | 347115 |
| Maximum | 355562 |
| Range | 148260 |
| Interquartile range (IQR) | 73734.5 |
Descriptive statistics
| Standard deviation | 42692.69294 |
|---|---|
| Coefficient of variation (CV) | 0.152970354 |
| Kurtosis | -1.194966382 |
| Mean | 279091.2869 |
| Median Absolute Deviation (MAD) | 36974.18322 |
| Skewness | 0.05875461569 |
| Sum | 1.395456434e+11 |
| Variance | 1822666031 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[207302. 207357.5 207391.5 207412.5 207431.5 ... 355094. 355097.5 355337.5 355502.5 355562. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 213648 | 38 | < 0.1% | |
| 312910 | 30 | < 0.1% | |
| 296215 | 28 | < 0.1% | |
| 227662 | 27 | < 0.1% | |
| 328010 | 27 | < 0.1% | |
| 253985 | 27 | < 0.1% | |
| 210787 | 27 | < 0.1% | |
| 319372 | 27 | < 0.1% | |
| 352164 | 26 | < 0.1% | |
| 310187 | 26 | < 0.1% | |
| Other values (117813) | 499717 | 99.9% |
| Value | Count | Frequency (%) | |
| 207302 | 5 | < 0.1% | |
| 207305 | 4 | < 0.1% | |
| 207316 | 1 | < 0.1% | |
| 207321 | 2 | < 0.1% | |
| 207329 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 355562 | 2 | < 0.1% | |
| 355521 | 2 | < 0.1% | |
| 355511 | 2 | < 0.1% | |
| 355503 | 1 | < 0.1% | |
| 355502 | 1 | < 0.1% |
box_position_on_cart
Real number (ℝ≥0)
| Distinct count | 42 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.401244 |
|---|---|
| Minimum | 1.0 |
| Maximum | 42.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.8 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 8 |
| 95-th percentile | 18 |
| Maximum | 42 |
| Range | 41 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 6.194888539 |
|---|---|
| Coefficient of variation (CV) | 0.9677632252 |
| Kurtosis | 10.54646666 |
| Mean | 6.401244 |
| Median Absolute Deviation (MAD) | 3.994000729 |
| Skewness | 2.863554502 |
| Sum | 3200622 |
| Variance | 38.37664401 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 1. 1.5 3.5 4.5 5.5 ... 25.5 33.5 40.5 41.5 42. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 4 | 72709 | 14.5% | |
| 3 | 60448 | 12.1% | |
| 2 | 59980 | 12.0% | |
| 1 | 53222 | 10.6% | |
| 8 | 46433 | 9.3% | |
| 7 | 39243 | 7.8% | |
| 6 | 38699 | 7.7% | |
| 5 | 36632 | 7.3% | |
| 12 | 13995 | 2.8% | |
| 11 | 12324 | 2.5% | |
| Other values (32) | 66315 | 13.3% |
| Value | Count | Frequency (%) | |
| 1 | 53222 | 10.6% | |
| 2 | 59980 | 12.0% | |
| 3 | 60448 | 12.1% | |
| 4 | 72709 | 14.5% | |
| 5 | 36632 | 7.3% |
| Value | Count | Frequency (%) | |
| 42 | 993 | 0.2% | |
| 41 | 901 | 0.2% | |
| 40 | 787 | 0.2% | |
| 39 | 795 | 0.2% | |
| 38 | 749 | 0.1% |
box_type
Categorical
| Distinct count | 7 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.8 MiB |
| SCHWARZ | |
|---|---|
| WEISS | |
| GRÜN | |
| ROT | |
| BLAU | 24914 |
| Other values (2) | 5219 |
| Value | Count | Frequency (%) | |
| SCHWARZ | 210295 | 42.1% | |
| WEISS | 116755 | 23.4% | |
| GRÜN | 96967 | 19.4% | |
| ROT | 45850 | 9.2% | |
| BLAU | 24914 | 5.0% | |
| GELB | 3287 | 0.7% | |
| onePos_LX | 1932 | 0.4% |
Length
| Max length | 9 |
|---|---|
| Mean length | 5.4229 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Uppercase_Letter | 19 | 79.2% | |
| Lowercase_Letter | 4 | 16.7% | |
| Connector_Punctuation | 1 | 4.2% |
| Value | Count | Frequency (%) | |
| Latin | 23 | 95.8% | |
| Common | 1 | 4.2% |
| Value | Count | Frequency (%) | |
| ASCII | 23 | 100.0% |
pick_diff_microseconds
Real number (ℝ≥0)
| Distinct count | 393280 |
|---|---|
| Unique (%) | 78.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 499708.399822 |
|---|---|
| Minimum | 1 |
| Maximum | 999999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.8 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 50155.85 |
| Q1 | 248883.75 |
| median | 499423.5 |
| Q3 | 750289.5 |
| 95-th percentile | 950241.2 |
| Maximum | 999999 |
| Range | 999998 |
| Interquartile range (IQR) | 501405.75 |
Descriptive statistics
| Standard deviation | 288958.9284 |
|---|---|
| Coefficient of variation (CV) | 0.5782550954 |
| Kurtosis | -1.204729598 |
| Mean | 499708.3998 |
| Median Absolute Deviation (MAD) | 250449.8706 |
| Skewness | 0.001853901889 |
| Sum | 2.498541999e+11 |
| Variance | 8.349726231e+10 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[1.00000e+00 9.99999e+05], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 34593 | 7 | < 0.1% | |
| 164315 | 6 | < 0.1% | |
| 403997 | 6 | < 0.1% | |
| 682555 | 6 | < 0.1% | |
| 241388 | 6 | < 0.1% | |
| 539310 | 6 | < 0.1% | |
| 600301 | 6 | < 0.1% | |
| 879268 | 6 | < 0.1% | |
| 983162 | 6 | < 0.1% | |
| 989026 | 6 | < 0.1% | |
| Other values (393270) | 499939 | > 99.9% |
| Value | Count | Frequency (%) | |
| 1 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% | |
| 5 | 1 | < 0.1% | |
| 7 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 999999 | 1 | < 0.1% | |
| 999998 | 1 | < 0.1% | |
| 999995 | 1 | < 0.1% | |
| 999993 | 1 | < 0.1% | |
| 999991 | 1 | < 0.1% |
| Distinct count | 489999 |
|---|---|
| Unique (%) | 98.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.644508399822 |
|---|---|
| Minimum | 0.134724 |
| Maximum | 33881.391251 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.8 MiB |
Quantile statistics
| Minimum | 0.134724 |
|---|---|
| 5-th percentile | 1.4420235 |
| Q1 | 2.74092575 |
| median | 4.8897925 |
| Q3 | 10.19369125 |
| 95-th percentile | 32.27921385 |
| Maximum | 33881.39125 |
| Range | 33881.25653 |
| Interquartile range (IQR) | 7.4527655 |
Descriptive statistics
| Standard deviation | 68.10910549 |
|---|---|
| Coefficient of variation (CV) | 7.061957195 |
| Kurtosis | 178475.6159 |
| Mean | 9.6445084 |
| Median Absolute Deviation (MAD) | 8.133442207 |
| Skewness | 401.8300644 |
| Sum | 4822254.2 |
| Variance | 4638.85025 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[1.34724000e-01 3.07114500e-01 5.22953500e-01 6.13565000e-01 6.71006000e-01 ... 2.56007883e+02 3.42307470e+02 5.94910133e+02 2.22628344e+03 3.38813913e+04], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 2.173411 | 4 | < 0.1% | |
| 1.629012 | 4 | < 0.1% | |
| 2.343898 | 3 | < 0.1% | |
| 8.276109 | 3 | < 0.1% | |
| 2.519241 | 3 | < 0.1% | |
| 1.628845 | 3 | < 0.1% | |
| 2.648494 | 3 | < 0.1% | |
| 5.328834 | 3 | < 0.1% | |
| 2.876823 | 3 | < 0.1% | |
| 4.622421 | 3 | < 0.1% | |
| Other values (489989) | 499968 | > 99.9% |
| Value | Count | Frequency (%) | |
| 0.134724 | 1 | < 0.1% | |
| 0.146618 | 1 | < 0.1% | |
| 0.149407 | 1 | < 0.1% | |
| 0.151895 | 1 | < 0.1% | |
| 0.154498 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 33881.39125 | 1 | < 0.1% | |
| 26646.31887 | 1 | < 0.1% | |
| 17814.2364 | 1 | < 0.1% | |
| 2243.197013 | 1 | < 0.1% | |
| 2209.369868 | 1 | < 0.1% |